杨威｜江南大学｜学者主页

2026

LATO: 3D Mesh Flow Matching with Structured TOpology Preserving LAtents

Tianhao Zhao, Youjia Zhang, Hang Long, Jinshen Zhang, Wenbing Li, Yang Yang, Gongbo Zhang, Jozef Hladký, Matthias Nießner, Wei Yang

arXiv preprint

2026

UniMoFlow: Grounding Instruction-Driven 3D Human Motion Editing in Generation

Yilei Hua, Beibei Jing, Ce Zheng, Hanyu Zhou, Yawei Luo, Wei Yang

arXiv preprint

2026

Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning

Xinglang Zhang, Yunyao Zhang, ZeLiang Chen, Junqing Yu, Wei Yang, Zikai Song

arXiv preprint

2026

CurEvo: Curriculum-Guided Self-Evolution for Video Understanding

Guiyi Zeng, Junqing Yu, Yi-Ping Phoebe Chen, Xu Chen, Wei Yang, Zikai Song

arXiv preprint

2026

Evaluating the Expressive Appropriateness of Speech in Rich Contexts

Tianrui Wang, Ziyang Ma, Yizhou Peng, Haoyu Wang, Zhikang Niu, Zikang Huang, Yihao Wu, Yi-Wen Chao, Yu Jiang, Yuheng Lu, Guanrou Yang, Xuanchen Li, Hexin Liu, Chunyu Qiang, Cheng Gong, Yifan Yang, Tianchi Liu, Junyu Wang, Nana Hou, Meng Ge, Fuming You, Wei Yang, Zhongqian Sun, Haifeng Hu, Xiaobao Wang, Eng Siong Chng, Xie Chen, Longbiao Wang, Jianwu Dang

arXiv preprint

2026

PRISM: Synergizing Vision Foundation Models via Self-organized Expert Specialization

Ying Tang, Dong Li, Youjia Zhang, Zikai Song, Junqing Yu, Wei Yang

arXiv preprint

2026

ViPSim: Collaborating Visual and Parameter Spaces for Consistent Long-Horizon Embodied World Models

Longyu Chen, Heng Li, Wei Yang, Manqi Zhao, Dongsheng Jiang

arXiv preprint

2026

MoVT: Video-Augmented Motion Tokenizer for Text-to-Motion Generation

Beibei Jing, Tianle Guo, Youjia Zhang, Zikai Song, Yawei Luo, Junqing Yu, Tao Guan, Wei Yang

arXiv preprint

2026

RecGOAT: Graph Optimal Adaptive Transport for LLM-Enhanced Multimodal Recommendation with Dual Semantic Alignment

Yuecheng Li, Hengwei Ju, Zeyu Song, Wei Yang, Chi Lu, Peng Jiang, Kun Gai

arXiv preprint

2026

Large Language Model as Token Compressor and Decompressor

Wenbing Li, Yiran Wang, Zikai Song, Jielei Zhang, Tianhao Zhao, Junkai Lin, Wei Yang

arXiv preprint

2026

TemporalBench: A Benchmark for Evaluating LLM-Based Agents on Contextual and Event-Informed Time Series Tasks

Muyan Weng, Defu Cao, Wei Yang, Yashaswi Sharma, Yan Liu

arXiv preprint

2026

SubdivAR: Autoregressive Next-Scale Prediction for Neural Mesh Subdivision

Huipeng Guo, Zikai Song, Hang Long, Jielei Zhang, Wenbing Li, Junkai Lin, Tianhao Zhao, Jinshen Zhang, Tianle Guo, Wei Yang

arXiv preprint

2026

VLM4Rec: Multimodal Semantic Representation for Recommendation with Large Vision-Language Models

Ty Valencia, Burak Barlas, Varun Singhal, Ruchir Bhatia, Wei Yang

arXiv preprint

2026

GateMOT: Q-Gated Attention for Dense Object Tracking

Mingjin Lv, Zelin Liu, Feifei Shao, Yi-Ping Phoebe Chen, Junqing Yu, Wei Yang, Zikai Song

arXiv preprint

2025

Beyond Pass or Fail: Multi-Dimensional Benchmarking of Foundation Models for Goal-based Mobile UI Navigation

Dezhi Ran, Mengzhou Wu, Hao Yu, Yuetong Li, Jun Ren, Yuan Cao, Xia Zeng, Haochuan Lu, Zexin Xu, Mengqian Xu, Ting Su, Liangchao Yao, Ting Xiong, Wei Yang, Yuetang Deng, Assaf Marron, David Harel, Tao Xie

arXiv preprint

2025

TANGLED: Generating 3D Hair Strands from Images with Arbitrary Styles and Viewpoints

Pengyu Long, Zijun Zhao, Min Ouyang, Qingcheng Zhao, Qixuan Zhang, Wei Yang, Lan Xu, Jingyi Yu

arXiv preprint

2025

Yan: Foundational Interactive Video Generation

Deheng Ye, Fangyun Zhou, Jiacheng Lv, Jianqi Ma, Jun Zhang, Junyan Lv, Junyou Li, Minwen Deng, Mingyu Yang, Qiang Fu, Wei Yang, Wenkai Lv, Yangbin Yu, Yewen Wang, Yonghang Guan, Zhihao Hu, Zhongbin Fang, Zhongqian Sun

arXiv preprint

2025

Semantic-Aware Logical Reasoning via a Semiotic Framework

Yunyao Zhang, Xinglang Zhang, Junxi Sheng, Wenbing Li, Junqing Yu, Yi-Ping Phoebe Chen, Wei Yang, Zikai Song

arXiv preprint

2025

R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems

Hao Gu, Rui Zhong, Yu Xia, Wei Yang, Chi Lu, Peng Jiang, Kun Gai

arXiv preprint

2025

Think in Games: Learning to Reason in Games via Reinforcement Learning with Large Language Models

Yi Liao, Yu Gu, Yuan Sui, Zining Zhu, Yifan Lu, Guohua Tang, Zhongqian Sun, Wei Yang

arXiv preprint

2025

When LLM Meets Time Series: Can LLMs Perform Multi-Step Time Series Reasoning and Inference

Wen Ye, Jinbo Liu, Defu Cao, Wei Yang, Yan Liu

arXiv preprint

2025

CAST: Component-Aligned 3D Scene Reconstruction from an RGB Image

Kaixin Yao, Longwen Zhang, Xinhao Yan, Yan Zeng, Qixuan Zhang, Wei Yang, Lan Xu, Jiayuan Gu, Jingyi Yu

arXiv preprint

2025

StableDub: Taming Diffusion Prior for Generalized and Efficient Visual Dubbing

Liyang Chen, Tianze Zhou, Xu He, Boshi Tang, Zhiyong Wu, Yang Huang, Yang Wu, Zhongqian Sun, Wei Yang, Helen Meng

arXiv preprint

2025

Jigsaw3D: Disentangled 3D Style Transfer via Patch Shuffling and Masking

Yuteng Ye, Zheng Zhang, Qinchuan Zhang, Di Wang, Youjia Zhang, Wenxiao Zhang, Wei Yang, Yuan Liu

arXiv preprint

2025

ParticleGS: Learning Neural Gaussian Particle Dynamics from Videos for Prior-free Physical Motion Extrapolation

Jinsheng Quan, Qiaowei Miao, Yichao Xu, Zizhuo Lin, Ying Li, Wei Yang, Zhihui Li, Yawei Luo

arXiv preprint

2025

From User Interface to Agent Interface: Efficiency Optimization of UI Representations for LLM Agents

Dezhi Ran, Zhi Gong, Yuzhe Guo, Mengzhou Wu, Yuan Cao, Haochuan Lu, Hengyu Zhang, Xia Zeng, Gang Cao, Liangchao Yao, Yuetang Deng, Wei Yang, Tao Xie

arXiv preprint

2025

GA-S$^3$: Comprehensive Social Network Simulation with Group Agents

Yunyao Zhang, Zikai Song, Hang Zhou, Wenfeng Ren, Yi-Ping Phoebe Chen, Junqing Yu, Wei Yang

arXiv preprint

2025

Aligning Generative Speech Enhancement with Perceptual Feedback

Haoyang Li, Nana Hou, Yuchen Hu, Jixun Yao, Sabato Marco Siniscalchi, Xuyi Zhuang, Deheng Ye, Wei Yang, Eng Siong Chng

arXiv preprint

2025

MVP: Winning Solution to SMP Challenge 2025 Video Track

Liliang Ye, Yunyao Zhang, Yafeng Wu, Yi-Ping Phoebe Chen, Junqing Yu, Wei Yang, Zikai Song

arXiv preprint

2025

BANG: Dividing 3D Assets via Generative Exploded Dynamics

Longwen Zhang, Qixuan Zhang, Haoran Jiang, Yinuo Bai, Wei Yang, Lan Xu, Jingyi Yu

arXiv preprint

DOI

2025

CHARM: Control-point-based 3D Anime Hairstyle Auto-Regressive Modeling

Yuze He, Yanning Zhou, Wang Zhao, Jingwen Ye, Yushi Bai, Kaiwen Xiao, Yong-Jin Liu, Zhongqian Sun, Wei Yang

arXiv preprint

2025

Cosmos World Foundation Model Platform for Physical AI

NVIDIA, :, Niket Agarwal, Arslan Ali, Maciej Bala, Yogesh Balaji, Erik Barker, Tiffany Cai, Prithvijit Chattopadhyay, Yongxin Chen, Yin Cui, Yifan Ding, Daniel Dworakowski, Jiaojiao Fan, Michele Fenzi, Francesco Ferroni, Sanja Fidler, Dieter Fox, Songwei Ge, Yunhao Ge, Jinwei Gu, Siddharth Gururani, Ethan He, Jiahui Huang, Jacob Huffman, Pooya Jannaty, Jingyi Jin, Seung Wook Kim, Gergely Klár, Grace Lam, Shiyi Lan, Laura Leal-Taixe, Anqi Li, Zhaoshuo Li, Chen-Hsuan Lin, Tsung-Yi Lin, Huan Ling, Ming-Yu Liu, Xian Liu, Alice Luo, Qianli Ma, Hanzi Mao, Kaichun Mo, Arsalan Mousavian, Seungjun Nah, Sriharsha Niverty, David Page, Despoina Paschalidou, Zeeshan Patel, Lindsey Pavao, Morteza Ramezanali, Fitsum Reda, Xiaowei Ren, Vasanth Rao Naik Sabavat, Ed Schmerling, Stella Shi, Bartosz Stefaniak, Shitao Tang, Lyne Tchapmi, Przemek Tredak, Wei-Cheng Tseng, Jibin Varghese, Hao Wang, Haoxiang Wang, Heng Wang, Ting-Chun Wang, Fangyin Wei, Xinyue Wei, Jay Zhangjie Wu, Jiashu Xu, Wei Yang, Lin Yen-Chen, Xiaohui Zeng, Yu Zeng, Jing Zhang, Qinsheng Zhang, Yuxuan Zhang, Qingqing Zhao, Artur Zolkowski

arXiv preprint

2025

HyperFusion: Hierarchical Multimodal Ensemble Learning for Social Media Popularity Prediction

Liliang Ye, Yunyao Zhang, Yafeng Wu, Yi-Ping Phoebe Chen, Junqing Yu, Wei Yang, Zikai Song

arXiv preprint

2025

MeshRipple: Structured Autoregressive Generation of Artist-Meshes

Junkai Lin, Hang Long, Huipeng Guo, Jielei Zhang, JiaYi Yang, Tianle Guo, Yang Yang, Jianwen Li, Wenxiao Zhang, Matthias Nießner, Wei Yang

arXiv preprint

2025

Conversational Time Series Foundation Models: Towards Explainable and Effective Forecasting

Defu Cao, Michael Gee, Jinbo Liu, Hengxuan Wang, Wei Yang, Rui Wang, Yan Liu

arXiv preprint

2025

LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing

Wenbing Li, Zikai Song, Hang Zhou, Yunyao Zhang, Junqing Yu, Wei Yang

arXiv preprint

2024

MaGS: Reconstructing and Simulating Dynamic 3D Objects with Mesh-adsorbed Gaussian Splatting

Shaojie Ma, Yawei Luo, Wei Yang, Yi Yang

arXiv preprint

2024

Ref-GS: Directional Factorization for 2D Gaussian Splatting

Youjia Zhang, Anpei Chen, Yumin Wan, Zikai Song, Junqing Yu, Yawei Luo, Wei Yang

arXiv preprint

2024

StdGEN: Semantic-Decomposed 3D Character Generation from Single Images

Yuze He, Yanning Zhou, Wang Zhao, Zhongkai Wu, Kaiwen Xiao, Wei Yang, Yong-Jin Liu, Xiao Han

arXiv preprint

2024

CLAY: A Controllable Large-scale Generative Model for Creating High-quality 3D Assets

Longwen Zhang, Ziyu Wang, Qixuan Zhang, Qiwei Qiu, Anqi Pang, Haoran Jiang, Wei Yang, Lan Xu, Jingyi Yu

arXiv preprint

2024

TIGER: Text-Instructed 3D Gaussian Retrieval and Coherent Editing

Teng Xu, Jiamin Chen, Peng Chen, Youjia Zhang, Junqing Yu, Wei Yang

arXiv preprint

2024

V-Express: Conditional Dropout for Progressive Training of Portrait Video Generation

Cong Wang, Kuan Tian, Jun Zhang, Yonghang Guan, Feng Luo, Fei Shen, Zhiwei Jiang, Qing Gu, Xiao Han, Wei Yang

arXiv preprint

2024

Enhancing Human Experience in Human-Agent Collaboration: A Human-Centered Modeling Approach Based on Positive Human Gain

Yiming Gao, Feiyu Liu, Liang Wang, Zhenjie Lian, Dehua Zheng, Weixuan Wang, Wenjin Yang, Siqin Li, Xianliang Wang, Wenhui Chen, Jing Dai, Qiang Fu, Wei Yang, Lanxiao Huang, Wei Liu

arXiv preprint

2023

DreamFace: Progressive Generation of Animatable 3D Faces under Text Guidance

Longwen Zhang, Qiwei Qiu, Hongyang Lin, Qixuan Zhang, Cheng Shi, Wei Yang, Ye Shi, Sibei Yang, Lan Xu, Jingyi Yu

arXiv preprint

2023

Fine-grained Appearance Transfer with Diffusion Models

Yuteng Ye, Guanwen Li, Hang Zhou, Cai Jiale, Junqing Yu, Yawei Luo, Zikai Song, Qilong Xing, Youjia Zhang, Wei Yang

arXiv preprint

2023

Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models

Fei Shen, Hu Ye, Jun Zhang, Cong Wang, Xiao Han, Wei Yang

arXiv preprint

2023

Optimized View and Geometry Distillation from Multi-view Diffuser

Youjia Zhang, Zikai Song, Junqing Yu, Yawei Luo, Wei Yang

arXiv preprint

2023

Towards Detailed Text-to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model

Zhenyu Xie, Yang Wu, Xuehao Gao, Zhongqian Sun, Wei Yang, Xiaodan Liang

arXiv preprint

2023

ASM: Adaptive Skinning Model for High-Quality 3D Face Modeling

Kai Yang, Hong Shang, Tianyang Shi, Xinghan Chen, Jingkai Zhou, Zhongqian Sun, Wei Yang

arXiv preprint

2023

C2F2NeUS: Cascade Cost Frustum Fusion for High Fidelity and Generalizable Neural Surface Reconstruction

Luoyuan Xu, Tao Guan, Yuesong Wang, Wenkai Liu, Zhaojie Zeng, Junle Wang, Wei Yang

arXiv preprint

2022

Video-driven Neural Physically-based Facial Asset for Production

Longwen Zhang, Chuxiao Zeng, Qixuan Zhang, Hongyang Lin, Ruixiang Cao, Wei Yang, Lan Xu, Jingyi Yu

arXiv preprint

2022

Artemis: Articulated Neural Pets with Appearance and Motion synthesis

Haimin Luo, Teng Xu, Yuheng Jiang, Chenglin Zhou, Qiwei Qiu, Yingliang Zhang, Wei Yang, Lan Xu, Jingyi Yu

arXiv preprint

DOI

2022

Transformer Tracking with Cyclic Shifting Window Attention

Zikai Song, Junqing Yu, Yi-Ping Phoebe Chen, Wei Yang

arXiv preprint

2022

NeReF: Neural Refractive Field for Fluid Surface Reconstruction and Implicit Representation

Ziyu Wang, Wei Yang, Junming Cao, Lan Xu, Junqing Yu, Jingyi Yu

arXiv preprint

2021

SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos

Xin Chen, Anqi Pang, Wei Yang, Yuexin Ma, Lan Xu, Jingyi Yu

arXiv preprint

精选作品

期刊论文

用户体验视角下家用健身器材游戏化设计研究——以家用哑铃为例

预印本

LATO: 3D Mesh Flow Matching with Structured TOpology Preserving LAtents

UniMoFlow: Grounding Instruction-Driven 3D Human Motion Editing in Generation

Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning

CurEvo: Curriculum-Guided Self-Evolution for Video Understanding

Evaluating the Expressive Appropriateness of Speech in Rich Contexts

PRISM: Synergizing Vision Foundation Models via Self-organized Expert Specialization

ViPSim: Collaborating Visual and Parameter Spaces for Consistent Long-Horizon Embodied World Models

MoVT: Video-Augmented Motion Tokenizer for Text-to-Motion Generation

RecGOAT: Graph Optimal Adaptive Transport for LLM-Enhanced Multimodal Recommendation with Dual Semantic Alignment

Large Language Model as Token Compressor and Decompressor

TemporalBench: A Benchmark for Evaluating LLM-Based Agents on Contextual and Event-Informed Time Series Tasks

SubdivAR: Autoregressive Next-Scale Prediction for Neural Mesh Subdivision

VLM4Rec: Multimodal Semantic Representation for Recommendation with Large Vision-Language Models

GateMOT: Q-Gated Attention for Dense Object Tracking

Beyond Pass or Fail: Multi-Dimensional Benchmarking of Foundation Models for Goal-based Mobile UI Navigation

TANGLED: Generating 3D Hair Strands from Images with Arbitrary Styles and Viewpoints

Yan: Foundational Interactive Video Generation

Semantic-Aware Logical Reasoning via a Semiotic Framework

R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems

Think in Games: Learning to Reason in Games via Reinforcement Learning with Large Language Models

When LLM Meets Time Series: Can LLMs Perform Multi-Step Time Series Reasoning and Inference

CAST: Component-Aligned 3D Scene Reconstruction from an RGB Image

StableDub: Taming Diffusion Prior for Generalized and Efficient Visual Dubbing

Jigsaw3D: Disentangled 3D Style Transfer via Patch Shuffling and Masking

ParticleGS: Learning Neural Gaussian Particle Dynamics from Videos for Prior-free Physical Motion Extrapolation

From User Interface to Agent Interface: Efficiency Optimization of UI Representations for LLM Agents

GA-S$^3$: Comprehensive Social Network Simulation with Group Agents

Aligning Generative Speech Enhancement with Perceptual Feedback

MVP: Winning Solution to SMP Challenge 2025 Video Track

BANG: Dividing 3D Assets via Generative Exploded Dynamics

CHARM: Control-point-based 3D Anime Hairstyle Auto-Regressive Modeling

Cosmos World Foundation Model Platform for Physical AI

HyperFusion: Hierarchical Multimodal Ensemble Learning for Social Media Popularity Prediction

MeshRipple: Structured Autoregressive Generation of Artist-Meshes

Conversational Time Series Foundation Models: Towards Explainable and Effective Forecasting

LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing

MaGS: Reconstructing and Simulating Dynamic 3D Objects with Mesh-adsorbed Gaussian Splatting

Ref-GS: Directional Factorization for 2D Gaussian Splatting

StdGEN: Semantic-Decomposed 3D Character Generation from Single Images

CLAY: A Controllable Large-scale Generative Model for Creating High-quality 3D Assets

TIGER: Text-Instructed 3D Gaussian Retrieval and Coherent Editing

V-Express: Conditional Dropout for Progressive Training of Portrait Video Generation

Enhancing Human Experience in Human-Agent Collaboration: A Human-Centered Modeling Approach Based on Positive Human Gain

DreamFace: Progressive Generation of Animatable 3D Faces under Text Guidance

Fine-grained Appearance Transfer with Diffusion Models

Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models

Optimized View and Geometry Distillation from Multi-view Diffuser

Towards Detailed Text-to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model

ASM: Adaptive Skinning Model for High-Quality 3D Face Modeling

C2F2NeUS: Cascade Cost Frustum Fusion for High Fidelity and Generalizable Neural Surface Reconstruction

Video-driven Neural Physically-based Facial Asset for Production

Artemis: Articulated Neural Pets with Appearance and Motion synthesis

Transformer Tracking with Cyclic Shifting Window Attention

NeReF: Neural Refractive Field for Fluid Surface Reconstruction and Implicit Representation

SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos

研究方向